AutoTrain MLClassification
Iris
A classic 150-row, four-feature dataset for three-class Iris species classification.
- Rows
- 150
- Features
- 4 numeric
- Task
- Classification
Dataset catalog
Structured datasets for real AutoTrain experiments
Review task fit, fields, source terms, quality checks, and a related workflow before importing a dataset into AutoTrain.
Catalog
Choose a dataset by learning objective
Classification
Breast Cancer Wisconsin (Diagnostic)
569 diagnostic samples with 30 real-valued features for malignant-versus-benign classification.
- Rows
- 569
- Features
- 30 numeric
- Task
- Classification
Regression / classification
Student Performance
Student achievement records from two Portuguese schools with demographic, social, school, and grade attributes.
- Rows
- 649
- Features
- 30+
- Task
- Regression / classification
Multiclass classification
Obesity Levels
Eating-habit and physical-condition records labeled across seven obesity levels.
- Rows
- 2,111
- Features
- 16
- Task
- Multiclass classification
Regression / forecasting
LBMA Gold Price
Historical London Bullion Market Association gold price fixing data suitable for time-indexed regression experiments.
- Frequency
- Daily
- Domain
- Financial markets
- Task
- Regression / forecasting
Binary classification
Telecom Customer Churn Sample
A fictional telecommunications customer schema with service, account, billing, and churn fields.
- Rows
- 7,043
- Features
- 19 modeled
- Task
- Binary classification
Regression
California Housing
California census block features and median house values for regression experiments.
- Rows
- 20,640
- Features
- 8 numeric
- Task
- Regression
Clustering
Wholesale Customers
Annual spending across product categories for customers of a wholesale distributor.
- Rows
- 440
- Features
- 6 spend fields
- Task
- Clustering